{"id":"W2613512051","doi":"10.1002/hed.24722","title":"Perioperative practices in thyroid surgery: An international survey","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Thyroid; Otorhinolaryngology; Specialty; General surgery; Endocrine surgery; Perioperative; Surgery; Head and neck surgery; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000796094,0.000140597,0.0001933219,0.001109538,0.0002277369,0.0003988797,0.0002920036,0.0003091587,0.001164348],"category_scores_gemma":[0.002197583,0.0001956018,0.0002695591,0.001800573,0.0002934475,0.0006426812,0.0005117331,0.0003373327,0.0002524501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949121,"about_ca_system_score_gemma":0.0003232654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582651,"about_ca_topic_score_gemma":0.004921331,"domain_scores_codex":[0.9993406,0.0001575126,0.0001616428,0.00008725876,0.0001524859,0.0001004616],"domain_scores_gemma":[0.9974667,0.0003485767,0.001470058,0.000111845,0.000224777,0.0003780863],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000116327,0.00001641757,0.9982658,0.00001186644,0.00001431611,0.00002978757,0.0002591201,0.00001426545,0.00005929811,0.000006826983,0.0001206531,0.001190089],"study_design_scores_gemma":[0.000001548884,0.00004927943,0.9984232,0.00001163103,0.000007818941,0.0002140152,0.0009140628,0.00005848585,0.00002760616,0.000005066306,0.0002845629,0.000002613792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980704,0.0003225465,0.00008308658,0.0001066061,0.000004255702,0.00001418162,0.000627183,0.000005284209,0.0007663877],"genre_scores_gemma":[0.9989893,0.0003607009,0.00008530916,0.00006693004,0.00000703516,0.00001334262,0.0003773465,0.000002020083,0.00009804052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992039,"threshold_uncertainty_score":0.01158518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585868521043599,"score_gpt":0.4200217926999379,"score_spread":0.261434940595578,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}